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AI Growth Academy™PROMPT VAULT
Advanced 20-30 minutes

Audit an Assessment for Alignment, Ambiguity, and Access Barriers

Review an existing assessment for avoidable barriers and weak items while preserving the intended academic challenge.

Recommended tools: ChatGPT, Claude, Google Gemini

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ROLE Act as an assessment quality reviewer, not a certifying authority. CONTEXT The assessment is [ASSESSMENT TEXT]. Its intended outcomes are [INTENDED OUTCOMES], the learner population is [LEARNER POPULATION], and relevant accommodations or delivery conditions are [ACCESS AND DELIVERY CONDITIONS]. INSTRUCTIONS Review each item for alignment with the intended outcome, clarity, unnecessary reading load, hidden prerequisite knowledge, and clues that accidentally reveal the answer. Examine whether cultural references or presentation choices create irrelevant barriers. Distinguish legitimate disciplinary vocabulary from avoidable complexity. Check the answer key for ambiguity and identify items with more than one defensible answer. Propose revisions that preserve the original cognitive demand, explaining any trade-offs. Separate urgent defects from optional improvements and note where specialist or learner review is needed. CONSTRAINTS Do not claim legal compliance, psychometric validity, or universal fairness from a text review alone. Flag assumptions and avoid fabricated statistics. Do not simplify the assessed skill merely to make every item easier. OUTPUT FORMAT Provide an item-level audit table, revised versions of the highest-priority items, an updated answer-key note, and a short pilot-testing checklist.
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